Ghana Law MCP Server

Ghanaian Law MCP Server

The Ghana Legal Information Institute (GhanaLII) alternative for the AI age.

Query Ghanaian law -- from the Data Protection Act 2012 and Cybersecurity Act 2020 to the Companies Act 2019, Electronic Transactions Act, and Criminal Offences Act -- directly from Claude, Cursor, or any MCP-compatible client.

If you're building legal tech, compliance tools, or doing Ghanaian legal research, this is your verified reference database.

Built by Ansvar Systems -- Stockholm, Sweden

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Why This Exists

Ghanaian legal research means navigating ghalii.org, the Parliament of Ghana website, Ghana Gazette publications, and scattered government portals. Whether you're:

• A lawyer validating citations in a brief or contract
• A compliance officer checking Data Protection Act obligations or Cybersecurity Act requirements
• A legal tech developer building tools on Ghanaian law
• A researcher tracing provisions through Acts of Parliament

...you shouldn't need dozens of browser tabs and manual cross-referencing. Ask Claude. Get the exact provision. With context.

This MCP server makes Ghanaian law searchable, cross-referenceable, and AI-readable.

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Quick Start

Use Remotely (No Install Needed)

Connect directly to the hosted version -- zero dependencies, nothing to install.

Endpoint: https://mcp.ansvar.eu/law-gh/mcp

Claude Desktop -- add to claude_desktop_config.json:

{
  "mcpServers": {
    "ghanaian-law": {
      "type": "url",
      "url": "https://mcp.ansvar.eu/law-gh/mcp"
    }
  }
}

GitHub Copilot -- add to VS Code settings.json:

{
  "github.copilot.chat.mcp.servers": {
    "ghanaian-law": {
      "type": "http",
      "url": "https://mcp.ansvar.eu/law-gh/mcp"
    }
  }
}

Use Locally (npm)

npx @ansvar/ghana-law-mcp

Claude Desktop -- add to claude_desktop_config.json:

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "ghanaian-law": {
      "command": "npx",
      "args": ["-y", "@ansvar/ghana-law-mcp"]
    }
  }
}

Cursor / VS Code:

{
  "mcp.servers": {
    "ghanaian-law": {
      "command": "npx",
      "args": ["-y", "@ansvar/ghana-law-mcp"]
    }
  }
}

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Example Queries

Once connected, just ask naturally:

• "What does the Data Protection Act 2012 say about processing personal data?"
• "Find provisions in the Cybersecurity Act 2020 about critical information infrastructure"
• "Search for company law provisions under the Companies Act 2019"
• "What does the Electronic Transactions Act say about digital signatures?"
• "Find provisions in the Criminal Offences Act about cybercrime"
• "Is the National Information Technology Agency Act still in force?"
• "Search for consumer protection provisions in Ghanaian law"
• "Validate the citation Data Protection Act 2012, Section 17"
• "Build a legal stance on data controller obligations under Ghanaian law"

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Current Coverage State

Note: This MCP server is in its initial build phase. The database schema, ingestion pipeline, and all 13 tools are fully operational. Statute ingestion from GhanaLII and the Parliament of Ghana is actively underway.

The server covers the following priority Ghanaian statutes:

Coverage is expanding with each ingestion run. Use list_sources to see the current statute count and about for dataset statistics.

Verified data only -- every citation is validated against official sources (GhanaLII, Parliament of Ghana). Zero LLM-generated content.

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Why This Works

Verbatim Source Text (No LLM Processing):

• All statute text is ingested from ghalii.org and parliament.gh official sources
• Provisions are returned unchanged from SQLite FTS5 database rows
• Zero LLM summarization or paraphrasing -- the database contains statute text, not AI interpretations

Smart Context Management:

• Search returns ranked provisions with BM25 scoring (safe for context)
• Provision retrieval gives exact text by Act name + section number
• Cross-references help navigate without loading everything at once

Technical Architecture:

GhanaLII / parliament.gh --> Parse --> SQLite --> FTS5 snippet() --> MCP response
                              ^                        ^
                       Provision parser         Verbatim database query

Traditional Research vs. This MCP

Traditional: Search GhanaLII --> Download Act PDF --> Ctrl+F --> Cross-reference between Acts --> Check AU frameworks separately --> Repeat

This MCP: "What are the data controller obligations under the Data Protection Act 2012?" --> Done.

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Available Tools (13)

Core Legal Research Tools (8)

International Law Integration Tools (5)

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International Law Alignment

Ghana is not an EU member state, but Ghanaian law has significant alignment with international frameworks:

• Data Protection Act 2012 -- Aligned with ECOWAS Supplementary Act on Personal Data Protection; principles comparable to GDPR
• African Union -- Ghana is a member of the AU and its frameworks on data protection (Malabo Convention) and cybersecurity
• ECOWAS -- Member of the Economic Community of West African States, whose data protection standards Ghana implements
• Commonwealth -- Commonwealth principles on personal data protection and rule of law apply
• GDPR comparison -- The Data Protection Act 2012 predates GDPR but shares core principles (purpose limitation, data subject rights, controller obligations)

The international alignment tools allow you to explore these relationships -- checking which Ghanaian provisions correspond to ECOWAS or AU standards.

Note: International cross-references reflect alignment relationships. Ghana operates its own independent legal system under Acts of Parliament and Constitutional law. The tools identify comparative domains rather than formal transposition.

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Data Sources & Freshness

All content is sourced from authoritative Ghanaian legal databases:

• GhanaLII -- Ghana Legal Information Institute, primary open access source
• Parliament of Ghana -- Official Acts of Parliament
• Ghana Gazette -- Official Government Gazette

Data Provenance

Automated Freshness Checks

A GitHub Actions workflow monitors data sources for changes:

Verified data only -- every citation is validated against official sources. Zero LLM-generated content.

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Security

This project uses multiple layers of automated security scanning:

See SECURITY.md for the full policy and vulnerability reporting.

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Important Disclaimers

Legal Advice

THIS TOOL IS NOT LEGAL ADVICE

Statute text is sourced from GhanaLII and Parliament of Ghana official sources. However:

• This is a research tool, not a substitute for professional legal counsel
• This server is in initial build phase -- coverage is incomplete; use list_sources to confirm which Acts are available
• Court case coverage is not included -- do not rely solely on this for case law research
• Verify critical citations against primary sources (GhanaLII, official Gazette) for court filings
• International cross-references reflect alignment relationships, not formal transposition

Before using professionally, read: DISCLAIMER.md | SECURITY.md

Client Confidentiality

Queries go through the Claude API. For privileged or confidential matters, use on-premise deployment. For professional use guidance, consult the Ghana Bar Association professional conduct rules.

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Development

Setup

git clone https://github.com/Ansvar-Systems/ghana-law-mcp
cd ghana-law-mcp
npm install
npm run build
npm test

Running Locally

npm run dev                                       # Start MCP server
npx @anthropic/mcp-inspector node dist/index.js   # Test with MCP Inspector

Data Management

npm run ingest          # Ingest Acts from GhanaLII / Parliament of Ghana
npm run build:db        # Rebuild SQLite database
npm run drift:detect    # Run drift detection against anchors
npm run check-updates   # Check for amendments and new Acts

Performance

• Search Speed: <100ms for most FTS5 queries
• Reliability: 100% ingestion success rate for ingested Acts

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Related Projects: Complete Compliance Suite

This server is part of Ansvar's Compliance Suite -- MCP servers that work together for end-to-end compliance coverage:

@ansvar/eu-regulations-mcp

Query 49 EU regulations directly from Claude -- GDPR, AI Act, DORA, NIS2, MiFID II, eIDAS, and more. Full regulatory text with article-level search. npx @ansvar/eu-regulations-mcp

@ansvar/ghana-law-mcp (This Project)

Query Ghanaian Acts directly from Claude -- Data Protection Act, Cybersecurity Act, Companies Act, Electronic Transactions Act, and more. npx @ansvar/ghana-law-mcp

@ansvar/nigeria-law-mcp

Query Nigerian legislation -- NDPA, Cybercrimes Act, CAMA 2020, Consumer Protection Act, and more. npx @ansvar/nigeria-law-mcp

@ansvar/security-controls-mcp

Query 261 security frameworks -- ISO 27001, NIST CSF, SOC 2, CIS Controls, SCF, and more. npx @ansvar/security-controls-mcp

70+ national law MCPs covering Australia, Brazil, Canada, Cameroon, Denmark, Finland, France, Germany, India, Ireland, Israel, Japan, Netherlands, Nigeria, Norway, Singapore, Sweden, Switzerland, UAE, UK, and more.

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Contributing

Contributions welcome! See CONTRIBUTING.md for guidelines.

Priority areas:

• Statute corpus expansion (additional Acts from GhanaLII)
• Court case law integration (Supreme Court of Ghana decisions)
• Historical statute versions and amendment tracking
• ECOWAS framework alignment mappings
• Ghana Revenue Authority and sector-specific regulations

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Roadmap

• Core database schema with FTS5 search
• International law alignment tools
• Vercel Streamable HTTP deployment
• npm package publication
• Initial statute corpus ingestion (Data Protection, Cybersecurity, Companies, Electronic Transactions Acts)
• Full corpus expansion via GhanaLII
• Court case law (Supreme Court of Ghana)
• Historical statute versions (amendment tracking)
• ECOWAS framework alignment mappings

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Citation

If you use this MCP server in academic research:

@software{ghanaian_law_mcp_2026,
  author = {Ansvar Systems AB},
  title = {Ghanaian Law MCP Server: AI-Powered Legal Research Tool},
  year = {2026},
  url = {https://github.com/Ansvar-Systems/ghana-law-mcp},
  note = {Ghanaian Acts of Parliament with full-text search and international alignment tools}
}

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License

Apache License 2.0. See LICENSE for details.

Data Licenses

• Acts of Parliament: Parliament of Ghana (public domain)
• GhanaLII Content: Ghana Legal Information Institute (open access)
• EU Metadata: EUR-Lex (EU public domain)

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About Ansvar Systems

We build AI-accelerated compliance and legal research tools for the global market. This MCP server is part of our commitment to open legal data access across Africa -- Ghana's legal system is well-structured and deserves proper AI tooling.

So we're open-sourcing it. Navigating Acts of Parliament shouldn't require a law degree.

ansvar.eu -- Stockholm, Sweden

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